Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 108172 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 69.6 MiB |
| Average record size in memory | 675.0 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 8 |
| Categorical | 10 |
AverageLeadTime is highly overall correlated with BookingsCheckedIn and 4 other fields | High correlation |
BookingsCheckedIn is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
DistributionChannel is highly overall correlated with MarketSegment | High correlation |
LodgingRevenue is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
MarketSegment is highly overall correlated with DistributionChannel | High correlation |
OtherRevenue is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
PersonsNights is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
RoomNights is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
DistributionChannel is highly imbalanced (57.3%) | Imbalance |
SRAccessibleRoom is highly imbalanced (99.7%) | Imbalance |
SRCrib is highly imbalanced (87.9%) | Imbalance |
SRNoAlcoholInMiniBar is highly imbalanced (99.7%) | Imbalance |
SRQuietRoom is highly imbalanced (56.3%) | Imbalance |
Floor_asked is highly imbalanced (87.9%) | Imbalance |
Bath asked is highly imbalanced (96.9%) | Imbalance |
Distance_elevator_asked is highly imbalanced (97.5%) | Imbalance |
BookingsCheckedIn is highly skewed (γ1 = 26.76790705) | Skewed |
AverageLeadTime has 34750 (32.1%) zeros | Zeros |
LodgingRevenue has 31841 (29.4%) zeros | Zeros |
OtherRevenue has 31624 (29.2%) zeros | Zeros |
BookingsCheckedIn has 31281 (28.9%) zeros | Zeros |
PersonsNights has 31285 (28.9%) zeros | Zeros |
RoomNights has 31281 (28.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-03 15:07:31.151917 |
|---|---|
| Analysis finished | 2025-03-03 15:07:46.584802 |
| Duration | 15.43 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Nationality
Text
| Distinct | 199 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.0 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | PRT |
|---|---|
| 2nd row | PRT |
| 3rd row | DEU |
| 4th row | FRA |
| 5th row | FRA |
| Value | Count | Frequency (%) |
| fra | 16124 | |
| deu | 13801 | |
| prt | 13131 | |
| gbr | 11206 | |
| esp | 5934 | 5.5% |
| usa | 5323 | 4.9% |
| ita | 4212 | 3.9% |
| bel | 4063 | 3.8% |
| bra | 3978 | 3.7% |
| nld | 3760 | 3.5% |
| Other values (189) | 26640 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 53085 | |
| A | 36040 | |
| E | 29112 | |
| U | 24794 | 7.6% |
| P | 20760 | 6.4% |
| T | 19999 | 6.2% |
| B | 19826 | 6.1% |
| D | 18895 | 5.8% |
| F | 17134 | 5.3% |
| S | 16558 | 5.1% |
| Other values (16) | 68313 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 324516 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 53085 | |
| A | 36040 | |
| E | 29112 | |
| U | 24794 | 7.6% |
| P | 20760 | 6.4% |
| T | 19999 | 6.2% |
| B | 19826 | 6.1% |
| D | 18895 | 5.8% |
| F | 17134 | 5.3% |
| S | 16558 | 5.1% |
| Other values (16) | 68313 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 324516 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 53085 | |
| A | 36040 | |
| E | 29112 | |
| U | 24794 | 7.6% |
| P | 20760 | 6.4% |
| T | 19999 | 6.2% |
| B | 19826 | 6.1% |
| D | 18895 | 5.8% |
| F | 17134 | 5.3% |
| S | 16558 | 5.1% |
| Other values (16) | 68313 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 324516 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 53085 | |
| A | 36040 | |
| E | 29112 | |
| U | 24794 | 7.6% |
| P | 20760 | 6.4% |
| T | 19999 | 6.2% |
| B | 19826 | 6.1% |
| D | 18895 | 5.8% |
| F | 17134 | 5.3% |
| S | 16558 | 5.1% |
| Other values (16) | 68313 |
Age
Real number (ℝ)
| Distinct | 334 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.478497 |
| Minimum | 0 |
|---|---|
| Maximum | 123 |
| Zeros | 17 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 34 |
| median | 46 |
| Q3 | 57 |
| 95-th percentile | 73 |
| Maximum | 123 |
| Range | 123 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.911532 |
|---|---|
| Coefficient of variation (CV) | 0.37185777 |
| Kurtosis | -0.3185102 |
| Mean | 45.478497 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.16035518 |
| Sum | 4919500 |
| Variance | 285.99993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51 | 2570 | 2.4% |
| 52 | 2546 | 2.4% |
| 55 | 2521 | 2.3% |
| 50 | 2506 | 2.3% |
| 54 | 2463 | 2.3% |
| 48 | 2440 | 2.3% |
| 49 | 2429 | 2.2% |
| 53 | 2415 | 2.2% |
| 56 | 2336 | 2.2% |
| 47 | 2280 | 2.1% |
| Other values (324) | 83666 |
| Value | Count | Frequency (%) |
| 0 | 17 | < 0.1% |
| 1 | 137 | 0.1% |
| 2 | 228 | |
| 3 | 192 | |
| 4 | 207 | |
| 5 | 215 | |
| 6 | 266 | |
| 7 | 318 | |
| 8 | 405 | |
| 9 | 409 |
| Value | Count | Frequency (%) |
| 123 | 1 | < 0.1% |
| 115 | 2 | |
| 114 | 3 | |
| 111 | 2 | |
| 110 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 93 | 4 | |
| 92 | 2 | |
| 91 | 3 |
DaysSinceCreation
Real number (ℝ)
| Distinct | 1349 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 597.50391 |
| Minimum | 36 |
|---|---|
| Maximum | 1385 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 81 |
| Q1 | 290 |
| median | 525 |
| Q3 | 892 |
| 95-th percentile | 1263 |
| Maximum | 1385 |
| Range | 1349 |
| Interquartile range (IQR) | 602 |
Descriptive statistics
| Standard deviation | 374.42384 |
|---|---|
| Coefficient of variation (CV) | 0.62664668 |
| Kurtosis | -0.98037904 |
| Mean | 597.50391 |
| Median Absolute Deviation (MAD) | 295 |
| Skewness | 0.38982481 |
| Sum | 64633193 |
| Variance | 140193.21 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 502 | 244 | 0.2% |
| 522 | 231 | 0.2% |
| 312 | 229 | 0.2% |
| 391 | 219 | 0.2% |
| 571 | 219 | 0.2% |
| 137 | 214 | 0.2% |
| 108 | 206 | 0.2% |
| 368 | 203 | 0.2% |
| 485 | 199 | 0.2% |
| 507 | 199 | 0.2% |
| Other values (1339) | 106009 |
| Value | Count | Frequency (%) |
| 36 | 6 | < 0.1% |
| 37 | 105 | |
| 38 | 67 | 0.1% |
| 39 | 172 | |
| 40 | 109 | |
| 41 | 139 | |
| 42 | 140 | |
| 43 | 99 | |
| 44 | 106 | |
| 45 | 95 |
| Value | Count | Frequency (%) |
| 1385 | 68 | |
| 1384 | 87 | |
| 1383 | 102 | |
| 1382 | 16 | < 0.1% |
| 1381 | 92 | |
| 1380 | 21 | < 0.1% |
| 1379 | 10 | < 0.1% |
| 1378 | 15 | < 0.1% |
| 1377 | 5 | < 0.1% |
| 1376 | 20 | < 0.1% |
AverageLeadTime
Real number (ℝ)
High correlation  Zeros 
| Distinct | 424 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.349943 |
| Minimum | -1 |
|---|---|
| Maximum | 588 |
| Zeros | 34750 |
| Zeros (%) | 32.1% |
| Negative | 13 |
| Negative (%) | < 0.1% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 22 |
| Q3 | 94 |
| 95-th percentile | 233 |
| Maximum | 588 |
| Range | 589 |
| Interquartile range (IQR) | 94 |
Descriptive statistics
| Standard deviation | 83.724841 |
|---|---|
| Coefficient of variation (CV) | 1.3873226 |
| Kurtosis | 4.3525687 |
| Mean | 60.349943 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 1.9066941 |
| Sum | 6528174 |
| Variance | 7009.849 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34750 | |
| 1 | 2111 | 2.0% |
| 2 | 1265 | 1.2% |
| 6 | 1235 | 1.1% |
| 4 | 1210 | 1.1% |
| 3 | 1180 | 1.1% |
| 5 | 1171 | 1.1% |
| 7 | 1152 | 1.1% |
| 8 | 1068 | 1.0% |
| 9 | 818 | 0.8% |
| Other values (414) | 62212 |
| Value | Count | Frequency (%) |
| -1 | 13 | < 0.1% |
| 0 | 34750 | |
| 1 | 2111 | 2.0% |
| 2 | 1265 | 1.2% |
| 3 | 1180 | 1.1% |
| 4 | 1210 | 1.1% |
| 5 | 1171 | 1.1% |
| 6 | 1235 | 1.1% |
| 7 | 1152 | 1.1% |
| 8 | 1068 | 1.0% |
| Value | Count | Frequency (%) |
| 588 | 19 | |
| 574 | 10 | |
| 549 | 19 | |
| 546 | 10 | |
| 543 | 2 | < 0.1% |
| 542 | 5 | < 0.1% |
| 541 | 5 | < 0.1% |
| 535 | 22 | |
| 534 | 1 | < 0.1% |
| 533 | 2 | < 0.1% |
LodgingRevenue
Real number (ℝ)
High correlation  Zeros 
| Distinct | 12689 |
|---|---|
| Distinct (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 289.67318 |
| Minimum | 0 |
|---|---|
| Maximum | 21781 |
| Zeros | 31841 |
| Zeros (%) | 29.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 216 |
| Q3 | 400.5 |
| 95-th percentile | 892.5 |
| Maximum | 21781 |
| Range | 21781 |
| Interquartile range (IQR) | 400.5 |
Descriptive statistics
| Standard deviation | 382.62082 |
|---|---|
| Coefficient of variation (CV) | 1.3208707 |
| Kurtosis | 148.2624 |
| Mean | 289.67318 |
| Median Absolute Deviation (MAD) | 216 |
| Skewness | 6.15568 |
| Sum | 31334527 |
| Variance | 146398.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31841 | |
| 176 | 745 | 0.7% |
| 234 | 579 | 0.5% |
| 126 | 565 | 0.5% |
| 264 | 524 | 0.5% |
| 249 | 512 | 0.5% |
| 168 | 449 | 0.4% |
| 89 | 403 | 0.4% |
| 210 | 318 | 0.3% |
| 178 | 298 | 0.3% |
| Other values (12679) | 71938 |
| Value | Count | Frequency (%) |
| 0 | 31841 | |
| 18 | 2 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 5 | < 0.1% |
| 25 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 34 | 4 | < 0.1% |
| 35 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21781 | 1 | |
| 14044.8 | 1 | |
| 9682.4 | 1 | |
| 9665.66 | 1 | |
| 9180 | 1 | |
| 9010 | 1 | |
| 8493.65 | 1 | |
| 7902 | 1 | |
| 7458 | 1 | |
| 7256 | 1 |
OtherRevenue
Real number (ℝ)
High correlation  Zeros 
| Distinct | 5338 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.796411 |
| Minimum | 0 |
|---|---|
| Maximum | 8859.25 |
| Zeros | 31624 |
| Zeros (%) | 29.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 32 |
| Q3 | 85 |
| 95-th percentile | 238.5 |
| Maximum | 8859.25 |
| Range | 8859.25 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 125.05846 |
|---|---|
| Coefficient of variation (CV) | 1.9006882 |
| Kurtosis | 569.3763 |
| Mean | 65.796411 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 14.817419 |
| Sum | 7117329.4 |
| Variance | 15639.619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31624 | |
| 42 | 2925 | 2.7% |
| 14 | 2736 | 2.5% |
| 28 | 2195 | 2.0% |
| 56 | 1680 | 1.6% |
| 7 | 1648 | 1.5% |
| 21 | 1276 | 1.2% |
| 2 | 1085 | 1.0% |
| 16 | 1062 | 1.0% |
| 8 | 1020 | 0.9% |
| Other values (5328) | 60921 |
| Value | Count | Frequency (%) |
| 0 | 31624 | |
| 1 | 369 | 0.3% |
| 1.9 | 1 | < 0.1% |
| 2 | 1085 | 1.0% |
| 2.1 | 3 | < 0.1% |
| 2.2 | 2 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.5 | 3 | < 0.1% |
| 3 | 184 | 0.2% |
| 3.24 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8859.25 | 1 | < 0.1% |
| 5268.5 | 1 | < 0.1% |
| 5261 | 1 | < 0.1% |
| 5237 | 7 | |
| 5105.5 | 1 | < 0.1% |
| 4296 | 1 | < 0.1% |
| 3692.4 | 1 | < 0.1% |
| 3580.5 | 1 | < 0.1% |
| 3190.4 | 1 | < 0.1% |
| 3050.85 | 1 | < 0.1% |
BookingsCheckedIn
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.74663499 |
| Minimum | 0 |
|---|---|
| Maximum | 76 |
| Zeros | 31281 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.73547998 |
|---|---|
| Coefficient of variation (CV) | 0.98505962 |
| Kurtosis | 1956.6324 |
| Mean | 0.74663499 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.767907 |
| Sum | 80765 |
| Variance | 0.5409308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 74836 | |
| 0 | 31281 | |
| 2 | 1628 | 1.5% |
| 3 | 201 | 0.2% |
| 4 | 57 | 0.1% |
| 5 | 33 | < 0.1% |
| 7 | 30 | < 0.1% |
| 6 | 19 | < 0.1% |
| 9 | 13 | < 0.1% |
| 8 | 12 | < 0.1% |
| Other values (23) | 62 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 31281 | |
| 1 | 74836 | |
| 2 | 1628 | 1.5% |
| 3 | 201 | 0.2% |
| 4 | 57 | 0.1% |
| 5 | 33 | < 0.1% |
| 6 | 19 | < 0.1% |
| 7 | 30 | < 0.1% |
| 8 | 12 | < 0.1% |
| 9 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 66 | 1 | |
| 40 | 1 | |
| 38 | 1 | |
| 35 | 1 | |
| 32 | 1 | |
| 29 | 2 | |
| 26 | 2 | |
| 25 | 1 | |
| 24 | 1 |
PersonsNights
Real number (ℝ)
High correlation  Zeros 
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4120197 |
| Minimum | 0 |
|---|---|
| Maximum | 116 |
| Zeros | 31285 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.6629624 |
|---|---|
| Coefficient of variation (CV) | 1.0568771 |
| Kurtosis | 12.785162 |
| Mean | 4.4120197 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.9829592 |
| Sum | 477257 |
| Variance | 21.743219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31285 | |
| 6 | 16131 | |
| 4 | 12225 | 11.3% |
| 2 | 11403 | 10.5% |
| 8 | 10166 | 9.4% |
| 1 | 5035 | 4.7% |
| 3 | 4885 | 4.5% |
| 10 | 4273 | 4.0% |
| 12 | 3922 | 3.6% |
| 9 | 2250 | 2.1% |
| Other values (50) | 6597 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 31285 | |
| 1 | 5035 | 4.7% |
| 2 | 11403 | 10.5% |
| 3 | 4885 | 4.5% |
| 4 | 12225 | 11.3% |
| 5 | 1093 | 1.0% |
| 6 | 16131 | |
| 7 | 291 | 0.3% |
| 8 | 10166 | 9.4% |
| 9 | 2250 | 2.1% |
| Value | Count | Frequency (%) |
| 116 | 1 | |
| 99 | 1 | |
| 91 | 1 | |
| 80 | 1 | |
| 75 | 1 | |
| 68 | 2 | |
| 62 | 1 | |
| 60 | 1 | |
| 59 | 1 | |
| 57 | 1 |
RoomNights
Real number (ℝ)
High correlation  Zeros 
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.242022 |
| Minimum | 0 |
|---|---|
| Maximum | 185 |
| Zeros | 31281 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 185 |
| Range | 185 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.3174968 |
|---|---|
| Coefficient of variation (CV) | 1.0336637 |
| Kurtosis | 491.73655 |
| Mean | 2.242022 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 9.2629195 |
| Sum | 242524 |
| Variance | 5.3707913 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31281 | |
| 3 | 20428 | |
| 2 | 16545 | |
| 4 | 13936 | |
| 1 | 13408 | |
| 5 | 6200 | 5.7% |
| 7 | 2567 | 2.4% |
| 6 | 2419 | 2.2% |
| 8 | 505 | 0.5% |
| 9 | 271 | 0.3% |
| Other values (39) | 612 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 31281 | |
| 1 | 13408 | |
| 2 | 16545 | |
| 3 | 20428 | |
| 4 | 13936 | |
| 5 | 6200 | 5.7% |
| 6 | 2419 | 2.2% |
| 7 | 2567 | 2.4% |
| 8 | 505 | 0.5% |
| 9 | 271 | 0.3% |
| Value | Count | Frequency (%) |
| 185 | 1 | |
| 116 | 1 | |
| 95 | 1 | |
| 88 | 2 | |
| 59 | 1 | |
| 51 | 2 | |
| 49 | 1 | |
| 48 | 1 | |
| 42 | 2 | |
| 40 | 2 |
DistributionChannel
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.6 MiB |
| Travel Agent/Operator | |
|---|---|
| Direct | |
| Corporate | 3075 |
| GDS Systems | 696 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.280026 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Travel Agent/Operator |
| 3rd row | Travel Agent/Operator |
| 4th row | Travel Agent/Operator |
| 5th row | Travel Agent/Operator |
Common Values
| Value | Count | Frequency (%) |
| Travel Agent/Operator | 87710 | |
| Direct | 16691 | 15.4% |
| Corporate | 3075 | 2.8% |
| GDS Systems | 696 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| travel | 87710 | |
| agent/operator | 87710 | |
| direct | 16691 | 8.5% |
| corporate | 3075 | 1.6% |
| gds | 696 | 0.4% |
| systems | 696 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 285971 | |
| e | 283592 | |
| t | 195882 | 9.9% |
| a | 178495 | 9.0% |
| o | 93860 | 4.7% |
| p | 90785 | 4.6% |
| 88406 | 4.5% | |
| T | 87710 | 4.4% |
| / | 87710 | 4.4% |
| O | 87710 | 4.4% |
| Other values (14) | 497266 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1977387 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 285971 | |
| e | 283592 | |
| t | 195882 | 9.9% |
| a | 178495 | 9.0% |
| o | 93860 | 4.7% |
| p | 90785 | 4.6% |
| 88406 | 4.5% | |
| T | 87710 | 4.4% |
| / | 87710 | 4.4% |
| O | 87710 | 4.4% |
| Other values (14) | 497266 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1977387 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 285971 | |
| e | 283592 | |
| t | 195882 | 9.9% |
| a | 178495 | 9.0% |
| o | 93860 | 4.7% |
| p | 90785 | 4.6% |
| 88406 | 4.5% | |
| T | 87710 | 4.4% |
| / | 87710 | 4.4% |
| O | 87710 | 4.4% |
| Other values (14) | 497266 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1977387 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 285971 | |
| e | 283592 | |
| t | 195882 | 9.9% |
| a | 178495 | 9.0% |
| o | 93860 | 4.7% |
| p | 90785 | 4.6% |
| 88406 | 4.5% | |
| T | 87710 | 4.4% |
| / | 87710 | 4.4% |
| O | 87710 | 4.4% |
| Other values (14) | 497266 |
MarketSegment
Categorical
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.5 MiB |
| Other | |
|---|---|
| Direct | |
| Travel Agent/Operator | |
| Groups | |
| Corporate | 2844 |
| Other values (2) | 932 |
Length
| Max length | 21 |
|---|---|
| Median length | 5 |
| Mean length | 7.6783364 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Travel Agent/Operator |
| 3rd row | Travel Agent/Operator |
| 4th row | Travel Agent/Operator |
| 5th row | Travel Agent/Operator |
Common Values
| Value | Count | Frequency (%) |
| Other | 62572 | |
| Direct | 16190 | 15.0% |
| Travel Agent/Operator | 15367 | 14.2% |
| Groups | 10267 | 9.5% |
| Corporate | 2844 | 2.6% |
| Complementary | 644 | 0.6% |
| Aviation | 288 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| other | 62572 | |
| direct | 16190 | 13.1% |
| travel | 15367 | 12.4% |
| agent/operator | 15367 | 12.4% |
| groups | 10267 | 8.3% |
| corporate | 2844 | 2.3% |
| complementary | 644 | 0.5% |
| aviation | 288 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 141462 | |
| e | 128995 | |
| t | 113272 | |
| O | 77939 | |
| h | 62572 | 7.5% |
| a | 34510 | 4.2% |
| o | 32254 | 3.9% |
| p | 29122 | 3.5% |
| i | 16766 | 2.0% |
| n | 16299 | 2.0% |
| Other values (15) | 177390 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 830581 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 141462 | |
| e | 128995 | |
| t | 113272 | |
| O | 77939 | |
| h | 62572 | 7.5% |
| a | 34510 | 4.2% |
| o | 32254 | 3.9% |
| p | 29122 | 3.5% |
| i | 16766 | 2.0% |
| n | 16299 | 2.0% |
| Other values (15) | 177390 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 830581 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 141462 | |
| e | 128995 | |
| t | 113272 | |
| O | 77939 | |
| h | 62572 | 7.5% |
| a | 34510 | 4.2% |
| o | 32254 | 3.9% |
| p | 29122 | 3.5% |
| i | 16766 | 2.0% |
| n | 16299 | 2.0% |
| Other values (15) | 177390 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 830581 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 141462 | |
| e | 128995 | |
| t | 113272 | |
| O | 77939 | |
| h | 62572 | 7.5% |
| a | 34510 | 4.2% |
| o | 32254 | 3.9% |
| p | 29122 | 3.5% |
| i | 16766 | 2.0% |
| n | 16299 | 2.0% |
| Other values (15) | 177390 |
SRAccessibleRoom
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.8 MiB |
| 0 | |
|---|---|
| 1 | 25 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 108147 | |
| 1 | 25 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 108147 | |
| 1 | 25 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 108147 | |
| 1 | 25 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 108147 | |
| 1 | 25 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 108147 | |
| 1 | 25 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 108147 | |
| 1 | 25 | < 0.1% |
SRCrib
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.8 MiB |
| 0 | |
|---|---|
| 1 | 1783 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 106389 | |
| 1 | 1783 | 1.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 106389 | |
| 1 | 1783 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 106389 | |
| 1 | 1783 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 106389 | |
| 1 | 1783 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 106389 | |
| 1 | 1783 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 106389 | |
| 1 | 1783 | 1.6% |
SRNoAlcoholInMiniBar
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.8 MiB |
| 0 | |
|---|---|
| 1 | 22 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 108150 | |
| 1 | 22 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 108150 | |
| 1 | 22 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 108150 | |
| 1 | 22 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 108150 | |
| 1 | 22 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 108150 | |
| 1 | 22 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 108150 | |
| 1 | 22 | < 0.1% |
SRQuietRoom
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.8 MiB |
| 0 | |
|---|---|
| 1 | 9740 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 98432 | |
| 1 | 9740 | 9.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 98432 | |
| 1 | 9740 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 98432 | |
| 1 | 9740 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98432 | |
| 1 | 9740 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98432 | |
| 1 | 9740 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 108172 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98432 | |
| 1 | 9740 | 9.0% |
Floor_asked
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 MiB |
| Não espcifico | |
|---|---|
| HighFloor | 4703 |
| LowFloor | 144 |
| MediumFloor | 84 |
| 0 | 3 |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.81755 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não espcifico |
|---|---|
| 2nd row | Não espcifico |
| 3rd row | Não espcifico |
| 4th row | Não espcifico |
| 5th row | Não espcifico |
Common Values
| Value | Count | Frequency (%) |
| Não espcifico | 103238 | |
| HighFloor | 4703 | 4.3% |
| LowFloor | 144 | 0.1% |
| MediumFloor | 84 | 0.1% |
| 0 | 3 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| não | 103238 | |
| espcifico | 103238 | |
| highfloor | 4703 | 2.2% |
| lowfloor | 144 | 0.1% |
| mediumfloor | 84 | < 0.1% |
| 0 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 216482 | |
| i | 211263 | |
| c | 206476 | |
| e | 103322 | |
| N | 103238 | |
| 103238 | ||
| s | 103238 | |
| p | 103238 | |
| f | 103238 | |
| ã | 103238 | |
| Other values (13) | 29529 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1386500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 216482 | |
| i | 211263 | |
| c | 206476 | |
| e | 103322 | |
| N | 103238 | |
| 103238 | ||
| s | 103238 | |
| p | 103238 | |
| f | 103238 | |
| ã | 103238 | |
| Other values (13) | 29529 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1386500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 216482 | |
| i | 211263 | |
| c | 206476 | |
| e | 103322 | |
| N | 103238 | |
| 103238 | ||
| s | 103238 | |
| p | 103238 | |
| f | 103238 | |
| ã | 103238 | |
| Other values (13) | 29529 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1386500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 216482 | |
| i | 211263 | |
| c | 206476 | |
| e | 103322 | |
| N | 103238 | |
| 103238 | ||
| s | 103238 | |
| p | 103238 | |
| f | 103238 | |
| ã | 103238 | |
| Other values (13) | 29529 | 2.1% |
Bath asked
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.0 MiB |
| Não espcifico | |
|---|---|
| Bathtub | 350 |
| Showe | 182 |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.967126 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não espcifico |
|---|---|
| 2nd row | Não espcifico |
| 3rd row | Não espcifico |
| 4th row | Não espcifico |
| 5th row | Não espcifico |
Common Values
| Value | Count | Frequency (%) |
| Não espcifico | 107640 | |
| Bathtub | 350 | 0.3% |
| Showe | 182 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| não | 107640 | |
| espcifico | 107640 | |
| bathtub | 350 | 0.2% |
| showe | 182 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 215462 | |
| c | 215280 | |
| i | 215280 | |
| e | 107822 | |
| N | 107640 | |
| ã | 107640 | |
| f | 107640 | |
| p | 107640 | |
| s | 107640 | |
| 107640 | ||
| Other values (8) | 2996 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1402680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 215462 | |
| c | 215280 | |
| i | 215280 | |
| e | 107822 | |
| N | 107640 | |
| ã | 107640 | |
| f | 107640 | |
| p | 107640 | |
| s | 107640 | |
| 107640 | ||
| Other values (8) | 2996 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1402680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 215462 | |
| c | 215280 | |
| i | 215280 | |
| e | 107822 | |
| N | 107640 | |
| ã | 107640 | |
| f | 107640 | |
| p | 107640 | |
| s | 107640 | |
| 107640 | ||
| Other values (8) | 2996 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1402680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 215462 | |
| c | 215280 | |
| i | 215280 | |
| e | 107822 | |
| N | 107640 | |
| ã | 107640 | |
| f | 107640 | |
| p | 107640 | |
| s | 107640 | |
| 107640 | ||
| Other values (8) | 2996 | 0.2% |
Bed_asked
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.8 MiB |
| Não espcifico | |
|---|---|
| KingSizeBed | |
| TwinBed | |
| 0 | 269 |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 11.353382 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não espcifico |
|---|---|
| 2nd row | Não espcifico |
| 3rd row | Não espcifico |
| 4th row | Não espcifico |
| 5th row | Não espcifico |
Common Values
| Value | Count | Frequency (%) |
| Não espcifico | 52302 | |
| KingSizeBed | 39679 | |
| TwinBed | 15922 | 14.7% |
| 0 | 269 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| não | 52302 | |
| espcifico | 52302 | |
| kingsizebed | 39679 | |
| twinbed | 15922 | 9.9% |
| 0 | 269 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 199884 | |
| e | 147582 | |
| o | 104604 | 8.5% |
| c | 104604 | 8.5% |
| n | 55601 | 4.5% |
| d | 55601 | 4.5% |
| B | 55601 | 4.5% |
| N | 52302 | 4.3% |
| 52302 | 4.3% | |
| s | 52302 | 4.3% |
| Other values (10) | 347735 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1228118 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 199884 | |
| e | 147582 | |
| o | 104604 | 8.5% |
| c | 104604 | 8.5% |
| n | 55601 | 4.5% |
| d | 55601 | 4.5% |
| B | 55601 | 4.5% |
| N | 52302 | 4.3% |
| 52302 | 4.3% | |
| s | 52302 | 4.3% |
| Other values (10) | 347735 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1228118 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 199884 | |
| e | 147582 | |
| o | 104604 | 8.5% |
| c | 104604 | 8.5% |
| n | 55601 | 4.5% |
| d | 55601 | 4.5% |
| B | 55601 | 4.5% |
| N | 52302 | 4.3% |
| 52302 | 4.3% | |
| s | 52302 | 4.3% |
| Other values (10) | 347735 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1228118 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 199884 | |
| e | 147582 | |
| o | 104604 | 8.5% |
| c | 104604 | 8.5% |
| n | 55601 | 4.5% |
| d | 55601 | 4.5% |
| B | 55601 | 4.5% |
| N | 52302 | 4.3% |
| 52302 | 4.3% | |
| s | 52302 | 4.3% |
| Other values (10) | 347735 |
Distance_elevator_asked
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 MiB |
| No specific | |
|---|---|
| Away from elevator | 401 |
| Near Elevator | 37 |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 11.026634 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No specific |
|---|---|
| 2nd row | No specific |
| 3rd row | No specific |
| 4th row | No specific |
| 5th row | No specific |
Common Values
| Value | Count | Frequency (%) |
| No specific | 107734 | |
| Away from elevator | 401 | 0.4% |
| Near Elevator | 37 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 107734 | |
| specific | 107734 | |
| elevator | 438 | 0.2% |
| away | 401 | 0.2% |
| from | 401 | 0.2% |
| near | 37 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 215468 | |
| i | 215468 | |
| e | 108610 | |
| 108573 | ||
| o | 108573 | |
| f | 108135 | |
| N | 107771 | |
| s | 107734 | |
| p | 107734 | |
| a | 876 | 0.1% |
| Other values (9) | 3831 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1192773 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 215468 | |
| i | 215468 | |
| e | 108610 | |
| 108573 | ||
| o | 108573 | |
| f | 108135 | |
| N | 107771 | |
| s | 107734 | |
| p | 107734 | |
| a | 876 | 0.1% |
| Other values (9) | 3831 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1192773 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 215468 | |
| i | 215468 | |
| e | 108610 | |
| 108573 | ||
| o | 108573 | |
| f | 108135 | |
| N | 107771 | |
| s | 107734 | |
| p | 107734 | |
| a | 876 | 0.1% |
| Other values (9) | 3831 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1192773 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 215468 | |
| i | 215468 | |
| e | 108610 | |
| 108573 | ||
| o | 108573 | |
| f | 108135 | |
| N | 107771 | |
| s | 107734 | |
| p | 107734 | |
| a | 876 | 0.1% |
| Other values (9) | 3831 | 0.3% |
Interactions
Correlations
| Age | AverageLeadTime | Bath asked | Bed_asked | BookingsCheckedIn | DaysSinceCreation | Distance_elevator_asked | DistributionChannel | Floor_asked | LodgingRevenue | MarketSegment | OtherRevenue | PersonsNights | RoomNights | SRAccessibleRoom | SRCrib | SRNoAlcoholInMiniBar | SRQuietRoom | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.230 | 0.026 | 0.075 | 0.186 | 0.125 | 0.020 | 0.072 | 0.017 | 0.125 | 0.119 | 0.212 | 0.153 | 0.160 | 0.013 | 0.194 | 0.012 | 0.053 |
| AverageLeadTime | 0.230 | 1.000 | 0.014 | 0.055 | 0.736 | 0.274 | 0.000 | 0.079 | 0.009 | 0.682 | 0.106 | 0.716 | 0.735 | 0.720 | 0.000 | 0.043 | 0.000 | 0.032 |
| Bath asked | 0.026 | 0.014 | 1.000 | 0.023 | 0.000 | 0.021 | 0.017 | 0.027 | 0.027 | 0.000 | 0.031 | 0.000 | 0.009 | 0.001 | 0.029 | 0.028 | 0.000 | 0.017 |
| Bed_asked | 0.075 | 0.055 | 0.023 | 1.000 | 0.024 | 0.084 | 0.010 | 0.126 | 0.054 | 0.008 | 0.220 | 0.000 | 0.032 | 0.023 | 0.011 | 0.051 | 0.011 | 0.112 |
| BookingsCheckedIn | 0.186 | 0.736 | 0.000 | 0.024 | 1.000 | 0.380 | 0.001 | 0.069 | 0.000 | 0.784 | 0.055 | 0.783 | 0.787 | 0.798 | 0.000 | 0.000 | 0.000 | 0.000 |
| DaysSinceCreation | 0.125 | 0.274 | 0.021 | 0.084 | 0.380 | 1.000 | 0.018 | 0.062 | 0.030 | 0.231 | 0.068 | 0.304 | 0.310 | 0.294 | 0.011 | 0.056 | 0.015 | 0.132 |
| Distance_elevator_asked | 0.020 | 0.000 | 0.017 | 0.010 | 0.001 | 0.018 | 1.000 | 0.017 | 0.099 | 0.000 | 0.023 | 0.000 | 0.002 | 0.000 | 0.098 | 0.005 | 0.000 | 0.066 |
| DistributionChannel | 0.072 | 0.079 | 0.027 | 0.126 | 0.069 | 0.062 | 0.017 | 1.000 | 0.023 | 0.019 | 0.721 | 0.017 | 0.033 | 0.058 | 0.000 | 0.048 | 0.000 | 0.093 |
| Floor_asked | 0.017 | 0.009 | 0.027 | 0.054 | 0.000 | 0.030 | 0.099 | 0.023 | 1.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.076 |
| LodgingRevenue | 0.125 | 0.682 | 0.000 | 0.008 | 0.784 | 0.231 | 0.000 | 0.019 | 0.000 | 1.000 | 0.018 | 0.835 | 0.889 | 0.905 | 0.000 | 0.005 | 0.000 | 0.008 |
| MarketSegment | 0.119 | 0.106 | 0.031 | 0.220 | 0.055 | 0.068 | 0.023 | 0.721 | 0.054 | 0.018 | 1.000 | 0.016 | 0.044 | 0.051 | 0.000 | 0.058 | 0.005 | 0.212 |
| OtherRevenue | 0.212 | 0.716 | 0.000 | 0.000 | 0.783 | 0.304 | 0.000 | 0.017 | 0.000 | 0.835 | 0.016 | 1.000 | 0.867 | 0.843 | 0.000 | 0.002 | 0.000 | 0.000 |
| PersonsNights | 0.153 | 0.735 | 0.009 | 0.032 | 0.787 | 0.310 | 0.002 | 0.033 | 0.000 | 0.889 | 0.044 | 0.867 | 1.000 | 0.951 | 0.000 | 0.012 | 0.000 | 0.019 |
| RoomNights | 0.160 | 0.720 | 0.001 | 0.023 | 0.798 | 0.294 | 0.000 | 0.058 | 0.000 | 0.905 | 0.051 | 0.843 | 0.951 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| SRAccessibleRoom | 0.013 | 0.000 | 0.029 | 0.011 | 0.000 | 0.011 | 0.098 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| SRCrib | 0.194 | 0.043 | 0.028 | 0.051 | 0.000 | 0.056 | 0.005 | 0.048 | 0.000 | 0.005 | 0.058 | 0.002 | 0.012 | 0.000 | 0.000 | 1.000 | 0.010 | 0.006 |
| SRNoAlcoholInMiniBar | 0.012 | 0.000 | 0.000 | 0.011 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 1.000 | 0.012 |
| SRQuietRoom | 0.053 | 0.032 | 0.017 | 0.112 | 0.000 | 0.132 | 0.066 | 0.093 | 0.076 | 0.008 | 0.212 | 0.000 | 0.019 | 0.000 | 0.000 | 0.006 | 0.012 | 1.000 |
Missing values
Sample
| Nationality | Age | DaysSinceCreation | AverageLeadTime | LodgingRevenue | OtherRevenue | BookingsCheckedIn | PersonsNights | RoomNights | DistributionChannel | MarketSegment | SRAccessibleRoom | SRCrib | SRNoAlcoholInMiniBar | SRQuietRoom | Floor_asked | Bath asked | Bed_asked | Distance_elevator_asked | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | |||||||||||||||||||
| 1 | PRT | 52.0 | 440 | 59 | 292.0 | 82.3 | 2 | 6 | 4 | Corporate | Corporate | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 2 | PRT | 53.6 | 1385 | 61 | 280.0 | 53.0 | 1 | 10 | 5 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 3 | DEU | 32.0 | 1385 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 4 | FRA | 61.0 | 1385 | 93 | 240.0 | 60.0 | 1 | 10 | 5 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 5 | FRA | 52.0 | 1385 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 6 | JPN | 55.0 | 1385 | 58 | 230.0 | 24.0 | 1 | 4 | 2 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 7 | JPN | 50.0 | 1385 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 8 | FRA | 33.0 | 1385 | 38 | 535.0 | 94.0 | 1 | 10 | 5 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | KingSizeBed | No specific |
| 9 | FRA | 43.0 | 1385 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | KingSizeBed | No specific |
| 10 | IRL | 26.0 | 1385 | 96 | 174.0 | 69.0 | 1 | 6 | 3 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| Nationality | Age | DaysSinceCreation | AverageLeadTime | LodgingRevenue | OtherRevenue | BookingsCheckedIn | PersonsNights | RoomNights | DistributionChannel | MarketSegment | SRAccessibleRoom | SRCrib | SRNoAlcoholInMiniBar | SRQuietRoom | Floor_asked | Bath asked | Bed_asked | Distance_elevator_asked | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | |||||||||||||||||||
| 111724 | ITA | 56.0 | 37 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | HighFloor | Não espcifico | KingSizeBed | No specific |
| 111725 | ESP | 60.0 | 37 | 43 | 875.00 | 167.8 | 1 | 10 | 5 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | HighFloor | Não espcifico | TwinBed | Near Elevator |
| 111726 | PAN | 60.0 | 37 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | HighFloor | Não espcifico | TwinBed | Near Elevator |
| 111727 | PRT | 51.0 | 37 | 7 | 173.55 | 18.0 | 1 | 1 | 1 | Direct | Direct | 0 | 0 | 0 | 1 | HighFloor | Não espcifico | Não espcifico | No specific |
| 111728 | DEU | 34.0 | 36 | 41 | 98.00 | 14.0 | 1 | 2 | 1 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | KingSizeBed | No specific |
| 111729 | DEU | 31.0 | 36 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | KingSizeBed | No specific |
| 111730 | BRA | 43.0 | 36 | 170 | 755.25 | 20.0 | 1 | 10 | 5 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | KingSizeBed | No specific |
| 111731 | BRA | 37.0 | 36 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | KingSizeBed | No specific |
| 111732 | DEU | 48.0 | 36 | 66 | 708.00 | 185.0 | 1 | 8 | 4 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |
| 111733 | DEU | 48.0 | 36 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | Não espcifico | Não espcifico | Não espcifico | No specific |